Sentence examples for fraction of features from inspiring English sources

The fraction of features removed at each iteration, 10% in our experiments, greatly influences the computational complexity of the method.

This procedure was iterated, and in each iteration we computed the fraction of features with positive correlation coefficients.

Assuming that the underlying signal is sparse, i.e. that only a fraction of features contribute to a principal component (PC), this estimation consistency can be retained.

Normalization methods for mRNAs often rely on one or more of the following assumptions: only a small fraction of features are differentially expressed and the proportions of up- and down-regulated expressions are approximately equal.

Even without knowing the exact statistic for the DFC-score, it can be used for ranking features and selection of a fixed number, or best fraction of features with highest score.

When a high fraction of features, ν > 0.5, is taken as differentially expressed the difference between the DFC test and t-test is minimal, as both tests remove the most easily detectable, non-expressed features.

The table shows the fraction of feature-associated patterns for each peptide set and the respective number of patterns associated with each feature.

The previous classifier excluded features based on a user-defined parameter that eliminated a fixed fraction of the features based on mutual information with the root.

A significant fraction of the features (27 out of the entire set of 63) are based on the aggregated information, which suggests that our features provide better discriminatory power than the raw values.

They may buy the latest digital camera, but end up using only a fraction of its features, or they may proudly tote an iPhone but still pay their bills by check, rather than online.

A fraction of these features is eliminated at each iteration.